Diabetic kidney disease (DKD) is the leading cause of chronic kidney disease. Current therapies for DKD are insufficient. Therefore, there is an urgent need for identifying new therapies. An increasing number of micro RNAs (miRNAs) and long noncoding RNAs (lncRNAs) have been demonstrated to modulate the progression of diabetic kidney disease. Nevertheless, until now, there have been few reports evaluating the relevance of circular RNAs (circRNAs) in DKD. circRNAs have been reported to regulate the occurrence and development of multiple diseases. In this study, we intended to explore the circRNA expression profiles and determine the role of circRNA in DKD. We identified a series of dysregulated circRNAs in glucose-stressed HK-2 cells using circRNA microarray analysis. Among the candidate circRNAs, we found that circACTR2 was upregulated and may be involved in inflammation and pyroptosis. Knockdown of circACTR2 significantly decreased pyroptosis, interleukin (IL)-1β release and collagen IV and fibronectin production, indicating the effective regulation by circACTR2 of cell death and inflammation. Overall, our study identified a new circRNA, circACTR2, that regulates high glucose-induced pyroptosis, inflammation and fibrosis in proximal tubular cells. The present study preliminarily explores the role of circRNAs in pyroptosis of tubular cells, and provides novel insight into the pathogenesis of DKD and new therapeutic strategies.